04378nam 22006975 450 991034943770332120220314161011.03-030-31620-310.1007/978-3-030-31620-4(CKB)4100000009751216(MiAaPQ)EBC5969459(DE-He213)978-3-030-31620-4(PPN)260303526(EXLCZ)99410000000975121620191031d2019 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDigital Phenotyping and Mobile Sensing New Developments in Psychoinformatics /edited by Harald Baumeister, Christian Montag1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (xx, 291 pages) illustrationsStudies in Neuroscience, Psychology and Behavioral Economics,2196-66053-030-31619-X Mobile Sensing and Digital Phenotyping: Privacy and Ethics -- Mobile Sensing and Digital Phenotyping in Psycho-Social Sciences -- Mobile Sensing and Digital Phenotyping in Health Sciences.This book offers a snapshot of cutting-edge applications of mobile sensing for digital phenotyping in the field of Psychoinformatics. The respective chapters, written by authoritative researchers, cover various aspects related to the use of these technologies in health, education, and cognitive science research. They share insights both into established applications of mobile sensing (such as predicting personality or mental and behavioral health on the basis of smartphone usage patterns) and emerging trends. Machine learning and deep learning approaches are discussed, and important considerations regarding privacy risks and ethical issues are assessed. In addition to essential background information on various technologies and theoretical methods, the book also presents relevant case studies and good scientific practices, thus addressing researchers and professionals alike. To cite Thomas R. Insel, who wrote the foreword to this book: “Patients will only use digital phenotyping if it solves a problem, perhaps a digital smoke alarm that can prevent a crisis. Providers will only use digital phenotyping if it fits seamlessly into their crowded workflow. If we can earn public trust, there is every reason to be excited about this new field. Suddenly, studying human behavior at scale, over months and years, is feasible.”.Studies in Neuroscience, Psychology and Behavioral Economics,2196-6605Biomedical engineeringHealth psychologyUser interfaces (Computer systems)Health informaticsBiomedical Engineering/Biotechnologyhttps://scigraph.springernature.com/ontologies/product-market-codes/B24000Health Psychologyhttps://scigraph.springernature.com/ontologies/product-market-codes/Y12020Biomedical Engineering and Bioengineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T2700XUser Interfaces and Human Computer Interactionhttps://scigraph.springernature.com/ontologies/product-market-codes/I18067Health Informaticshttps://scigraph.springernature.com/ontologies/product-market-codes/H28009Enginyeria biomèdicathubLlibres electrònicsthubBiomedical engineering.Health psychology.User interfaces (Computer systems).Health informatics.Biomedical Engineering/Biotechnology.Health Psychology.Biomedical Engineering and Bioengineering.User Interfaces and Human Computer Interaction.Health Informatics.Enginyeria biomèdica150.2854150.285Baumeister Haraldedthttp://id.loc.gov/vocabulary/relators/edtMontag Christianedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910349437703321Digital Phenotyping and Mobile Sensing2079144UNINA